1. Iteration 1
  2. Iteration 2
  3. Iteration 3
  4. Iteration 4
  5. Iteration 5
  6. Iteration 6
  7. Iteration 7
  8. Iteration 8
  9. Iteration 9
  10. Iteration 10
  11. Iteration 11
  12. Iteration 12
  13. Iteration 13
  14. Iteration 14
  15. Iteration 15
  16. Iteration 16
  17. Iteration 17
  18. Iteration 18
  19. Iteration 19
  20. Iteration 20

Reset training subject: 21040708990000

Reset training subject: 21045845012400

Iteration 1

Iteration 1

Adding measurement 685efb22 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=8.467442163266242;dx=-1.719817354307903E-5

New Minimum: 8.467442163266242 > 8.467419161461294

WOLFE (weak): th(2.154434690031884)=8.467419161461294; dx=-1.7195305304193148E-5 evalInputDelta=2.300180494785309E-5

New Minimum: 8.467419161461294 > 8.467396097257733

WOLFE (weak): th(4.308869380063768)=8.467396097257733; dx=-1.719546429202938E-5 evalInputDelta=4.6066008508205414E-5

New Minimum: 8.467396097257733 > 8.467303758952767

WOLFE (weak): th(12.926608140191302)=8.467303758952767; dx=-1.7201156635686223E-5 evalInputDelta=1.3840431347489357E-4

New Minimum: 8.467303758952767 > 8.46688716346398

WOLFE (weak): th(51.70643256076521)=8.46688716346398; dx=-1.7206550240749097E-5 evalInputDelta=5.54999802261591E-4

New Minimum: 8.46688716346398 > 8.464669600129128

WOLFE (weak): th(258.53216280382605)=8.464669600129128; dx=-1.7192742650460836E-5 evalInputDelta=0.002772563137114048

New Minimum: 8.464669600129128 > 8.45057314587757

WOLFE (weak): th(1551.1929768229563)=8.45057314587757; dx=-1.787720667760687E-5 evalInputDelta=0.016869017388671637

New Minimum: 8.45057314587757 > 8.347157900221646

WOLFE (weak): th(10858.350837760694)=8.347157900221646; dx=-1.7521095171193826E-5 evalInputDelta=0.12028426304459572

New Minimum: 8.347157900221646 > 8.11610525008291

END: th(86866.80670208555)=8.11610525008291; dx=-2.9436799249207484E-6 evalInputDelta=0.3513369131833315

Fitness changed from 8.467442163266242 to 8.11610525008291

Iteration 1 complete. Error: 8.11610525008291 Total: 57.6610; Orientation: 0.0176; Line Search: 42.6658

Iteration 2

Iteration 2

Adding measurement 6b3aae03 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=8.11610525008291;dx=-6.023476097779663E-5

New Minimum: 8.11610525008291 > 7.018583062104881

WOLF (strong): th(187148.86177126726)=7.018583062104881; dx=1.8611366822708476E-6 evalInputDelta=1.0975221879780293

New Minimum: 7.018583062104881 > 6.942277040332556

WOLF (strong): th(93574.43088563363)=6.942277040332556; dx=1.6414691040522368E-6 evalInputDelta=1.1738282097503543

END: th(31191.476961877877)=7.093047862872481; dx=-2.6729561477088613E-5 evalInputDelta=1.0230573872104287

Fitness changed from 8.11610525008291 to 6.942277040332556

Iteration 2 complete. Error: 6.942277040332556 Total: 24.2031; Orientation: 0.0023; Line Search: 19.3744

Iteration 3

Iteration 3

Adding measurement 68801feb to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=6.942277040332556;dx=-9.204923257440892E-5

New Minimum: 6.942277040332556 > 5.585857681930065

WOLF (strong): th(67200.00000000001)=5.585857681930065; dx=7.1888567024832685E-6 evalInputDelta=1.3564193584024906

END: th(33600.00000000001)=5.688799865543842; dx=-2.769485609824183E-5 evalInputDelta=1.2534771747887135

Fitness changed from 6.942277040332556 to 5.585857681930065

Iteration 3 complete. Error: 5.585857681930065 Total: 19.0072; Orientation: 0.0020; Line Search: 14.2794

Iteration 4

Iteration 4

Adding measurement 3eaa23 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.069e+03, gradient 8.108e-03, dot -0.260; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 5.585857681930065, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 3eaa23 to history. Total: 3

th(0)=5.585857681930065;dx=-6.573186714306766E-5

New Minimum: 5.585857681930065 > 4.782395534217358

WOLF (strong): th(72389.00558507131)=4.782395534217358; dx=1.164616622174969E-5 evalInputDelta=0.8034621477127075

New Minimum: 4.782395534217358 > 4.762564539909363

END: th(36194.502792535655)=4.762564539909363; dx=-1.378963969739486E-5 evalInputDelta=0.8232931420207024

Fitness changed from 5.585857681930065 to 4.762564539909363

Iteration 4 complete. Error: 4.762564539909363 Total: 19.4515; Orientation: 0.0460; Line Search: 14.7327

Iteration 5

Iteration 5

Adding measurement 36b569f6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.015e+03, gradient 5.551e-03, dot -0.310; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.762564539909363, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 36b569f6 to history. Total: 3

th(0)=4.762564539909363;dx=-3.080875074776125E-5

New Minimum: 4.762564539909363 > 4.26477999612689

END: th(77978.69240469471)=4.26477999612689; dx=-5.902230210740093E-7 evalInputDelta=0.4977845437824726

Fitness changed from 4.762564539909363 to 4.26477999612689

Iteration 5 complete. Error: 4.26477999612689 Total: 14.1079; Orientation: 0.0274; Line Search: 9.3722

Iteration 6

Iteration 6

Adding measurement 3eafc7ee to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.063e+03, gradient 5.954e-03, dot -0.275; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.26477999612689, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 3eafc7ee to history. Total: 3

th(0)=4.26477999612689;dx=-3.5451737282301817E-5

Armijo: th(168000.00000000006)=4.685411993414164; dx=1.15806484653122E-5 evalInputDelta=-0.4206319972872734

New Minimum: 4.26477999612689 > 4.040823392570019

WOLF (strong): th(84000.00000000003)=4.040823392570019; dx=1.3157828310876934E-5 evalInputDelta=0.22395660355687141

New Minimum: 4.040823392570019 > 3.9146516919136047

END: th(28000.00000000001)=3.9146516919136047; dx=-1.2944289815566157E-5 evalInputDelta=0.35012830421328545

Fitness changed from 4.26477999612689 to 3.9146516919136047

Iteration 6 complete. Error: 3.9146516919136047 Total: 23.7522; Orientation: 0.0244; Line Search: 18.9557

Iteration 7

Iteration 7

Adding measurement 551ecf45 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.747e+03, gradient 3.746e-03, dot -0.349; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.9146516919136047, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 551ecf45 to history. Total: 3

th(0)=3.9146516919136047;dx=-1.4030878751438748E-5

New Minimum: 3.9146516919136047 > 3.6024592965841293

END: th(60324.17132089277)=3.6024592965841293; dx=-5.879296782216791E-6 evalInputDelta=0.3121923953294754

Fitness changed from 3.9146516919136047 to 3.6024592965841293

Iteration 7 complete. Error: 3.6024592965841293 Total: 14.2645; Orientation: 0.0246; Line Search: 9.5563

Iteration 8

Iteration 8

Adding measurement 782a131d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.031e+03, gradient 3.580e-03, dot -0.382; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.6024592965841293, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 782a131d to history. Total: 3

th(0)=3.6024592965841293;dx=-1.2815623662366244E-5

New Minimum: 3.6024592965841293 > 3.4626289382576942

WOLF (strong): th(129964.48734115787)=3.4626289382576942; dx=1.6910409529183325E-6 evalInputDelta=0.1398303583264351

New Minimum: 3.4626289382576942 > 3.4129288718104362

END: th(64982.24367057894)=3.4129288718104362; dx=-7.849922591458278E-7 evalInputDelta=0.18953042477369308

Fitness changed from 3.6024592965841293 to 3.4129288718104362

Iteration 8 complete. Error: 3.4129288718104362 Total: 19.7417; Orientation: 0.0241; Line Search: 14.2029

Iteration 9

Iteration 9

Adding measurement 30f1a962 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.719e+03, gradient 4.139e-03, dot -0.298; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.4129288718104362, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 30f1a962 to history. Total: 3

th(0)=3.4129288718104362;dx=-1.712992971999572E-5

Armijo: th(140000.0000000001)=3.6684725768864155; dx=8.572800027869664E-6 evalInputDelta=-0.25554370507597923

New Minimum: 3.4129288718104362 > 3.2947888672351837

WOLF (strong): th(70000.00000000004)=3.2947888672351837; dx=7.0172752198915095E-6 evalInputDelta=0.11814000457525253

New Minimum: 3.2947888672351837 > 3.252236671745777

END: th(23333.333333333347)=3.252236671745777; dx=-7.811696307842003E-6 evalInputDelta=0.16069220006465912

Fitness changed from 3.4129288718104362 to 3.252236671745777

Iteration 9 complete. Error: 3.252236671745777 Total: 23.5856; Orientation: 0.0234; Line Search: 18.7693

Iteration 10

Iteration 10

Adding measurement 2ab3c08 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.691e+03, gradient 2.647e-03, dot -0.422; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.252236671745777, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 2ab3c08 to history. Total: 3

th(0)=3.252236671745777;dx=-7.007357240922888E-6

New Minimum: 3.252236671745777 > 3.0966505110263824

END: th(50270.14276741065)=3.0966505110263824; dx=-4.97544540239151E-6 evalInputDelta=0.15558616071939468

Fitness changed from 3.252236671745777 to 3.0966505110263824

Iteration 10 complete. Error: 3.0966505110263824 Total: 14.1321; Orientation: 0.0238; Line Search: 9.4066

Iteration 11

Iteration 11

Adding measurement 7986f4a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.855e+03, gradient 2.493e-03, dot -0.461; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.0966505110263824, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 7986f4a to history. Total: 3

th(0)=3.0966505110263824;dx=-6.216231350474702E-6

New Minimum: 3.0966505110263824 > 2.864627830684185

END: th(108303.73945096492)=2.864627830684185; dx=-2.9815160961039666E-6 evalInputDelta=0.23202268034219742

Fitness changed from 3.0966505110263824 to 2.864627830684185

Iteration 11 complete. Error: 2.864627830684185 Total: 14.7662; Orientation: 0.0238; Line Search: 10.1006

Iteration 12

Iteration 12

Adding measurement 74100298 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.642e+03, gradient 3.004e-03, dot -0.346; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.864627830684185, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 74100298 to history. Total: 3

th(0)=2.864627830684185;dx=-9.026973427379982E-6

Armijo: th(233333.33333333352)=3.1843879520893097; dx=4.741334318433984E-6 evalInputDelta=-0.31976012140512466

New Minimum: 2.864627830684185 > 2.8244535624980927

WOLF (strong): th(116666.66666666676)=2.8244535624980927; dx=4.036182265495785E-6 evalInputDelta=0.04017426818609238

New Minimum: 2.8244535624980927 > 2.7418366968631744

END: th(38888.88888888892)=2.7418366968631744; dx=-2.9388887011938023E-6 evalInputDelta=0.12279113382101059

Fitness changed from 2.864627830684185 to 2.7418366968631744

Iteration 12 complete. Error: 2.7418366968631744 Total: 23.5555; Orientation: 0.0229; Line Search: 18.8561

Iteration 13

Iteration 13

Adding measurement 2f6df3e7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.748e+03, gradient 2.318e-03, dot -0.443; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.7418366968631744, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 2f6df3e7 to history. Total: 3

th(0)=2.7418366968631744;dx=-5.373642187808276E-6

New Minimum: 2.7418366968631744 > 2.6128203868865967

END: th(83783.57127901776)=2.6128203868865967; dx=-1.447918037446891E-6 evalInputDelta=0.12901630997657776

Fitness changed from 2.7418366968631744 to 2.6128203868865967

Iteration 13 complete. Error: 2.6128203868865967 Total: 14.1482; Orientation: 0.0231; Line Search: 9.4599

Iteration 14

Iteration 14

Adding measurement 35295308 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.676e+03, gradient 3.044e-03, dot -0.331; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.6128203868865967, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 35295308 to history. Total: 3

th(0)=2.6128203868865967;dx=-9.267198568186167E-6

Armijo: th(180506.23241827489)=2.8587763980031013; dx=5.013289878517321E-6 evalInputDelta=-0.24595601111650467

New Minimum: 2.6128203868865967 > 2.580092526972294

WOLF (strong): th(90253.11620913744)=2.580092526972294; dx=4.101467575751351E-6 evalInputDelta=0.032727859914302826

New Minimum: 2.580092526972294 > 2.509656570851803

END: th(30084.37206971248)=2.509656570851803; dx=-3.1183541500687566E-6 evalInputDelta=0.10316381603479385

Fitness changed from 2.6128203868865967 to 2.509656570851803

Iteration 14 complete. Error: 2.509656570851803 Total: 23.5738; Orientation: 0.0228; Line Search: 18.8841

Iteration 15

Iteration 15

Adding measurement 79fc77f5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.770e+03, gradient 1.984e-03, dot -0.492; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.509656570851803, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 79fc77f5 to history. Total: 3

th(0)=2.509656570851803;dx=-3.936597983674824E-6

New Minimum: 2.509656570851803 > 2.3969103768467903

END: th(64814.81481481487)=2.3969103768467903; dx=-3.0981675195378048E-6 evalInputDelta=0.11274619400501251

Fitness changed from 2.509656570851803 to 2.3969103768467903

Iteration 15 complete. Error: 2.3969103768467903 Total: 14.2754; Orientation: 0.0283; Line Search: 9.4734

Iteration 16

Iteration 16

Adding measurement 5491beeb to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.724e+03, gradient 2.000e-03, dot -0.470; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.3969103768467903, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 5491beeb to history. Total: 3

th(0)=2.3969103768467903;dx=-4.000698402791326E-6

New Minimum: 2.3969103768467903 > 2.2453556433320045

END: th(139639.28546502962)=2.2453556433320045; dx=-1.1337713940398773E-6 evalInputDelta=0.15155473351478577

Fitness changed from 2.3969103768467903 to 2.2453556433320045

Iteration 16 complete. Error: 2.2453556433320045 Total: 14.8961; Orientation: 0.0223; Line Search: 9.3772

Iteration 17

Iteration 17

Adding measurement 7579be99 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.039e+03, gradient 3.186e-03, dot -0.326; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.2453556433320045, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 7579be99 to history. Total: 3

th(0)=2.2453556433320045;dx=-1.0153333592103086E-5

Armijo: th(300843.72069712484)=3.112084239721298; dx=5.3784701849768514E-6 evalInputDelta=-0.8667285963892937

Armijo: th(150421.86034856242)=2.5001080930233; dx=7.326664160405954E-6 evalInputDelta=-0.2547524496912956

New Minimum: 2.2453556433320045 > 2.130442477762699

WOLF (strong): th(50140.62011618747)=2.130442477762699; dx=1.5573122926877632E-6 evalInputDelta=0.11491316556930542

END: th(12535.155029046868)=2.182909682393074; dx=-7.576687303627628E-6 evalInputDelta=0.06244596093893051

Fitness changed from 2.2453556433320045 to 2.130442477762699

Iteration 17 complete. Error: 2.130442477762699 Total: 28.1346; Orientation: 0.0230; Line Search: 23.4869

Iteration 18

Iteration 18

Adding measurement 5a175b33 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.732e+03, gradient 2.447e-03, dot -0.367; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.130442477762699, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 5a175b33 to history. Total: 3

th(0)=2.130442477762699;dx=-5.985578862305331E-6

New Minimum: 2.130442477762699 > 2.0662482753396034

END: th(27006.1728395062)=2.0662482753396034; dx=-2.8768803935407025E-6 evalInputDelta=0.0641942024230957

Fitness changed from 2.130442477762699 to 2.0662482753396034

Iteration 18 complete. Error: 2.0662482753396034 Total: 14.0806; Orientation: 0.0230; Line Search: 9.3595

Iteration 19

Iteration 19

Adding measurement 421a4739 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.746e+03, gradient 1.687e-03, dot -0.514; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.0662482753396034, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 421a4739 to history. Total: 3

th(0)=2.0662482753396034;dx=-2.8451996901419964E-6

New Minimum: 2.0662482753396034 > 1.9895114824175835

END: th(58183.03561042902)=1.9895114824175835; dx=-2.5079926267054257E-6 evalInputDelta=0.07673679292201996

Fitness changed from 2.0662482753396034 to 1.9895114824175835

Iteration 19 complete. Error: 1.9895114824175835 Total: 14.1267; Orientation: 0.0228; Line Search: 9.3432

Iteration 20

Iteration 20

Adding measurement 32880879 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.838e+03, gradient 1.631e-03, dot -0.538; [f856c667-fd4c-4593-93d1-07010f559bd5 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.9895114824175835, 6.942277040332556, 8.11610525008291, 8.467442163266242

LBFGS Accumulation History: 3 points

Removed measurement 32880879 to history. Total: 3

th(0)=1.9895114824175835;dx=-2.6601385658914244E-6

New Minimum: 1.9895114824175835 > 1.848517395555973

END: th(125351.5502904687)=1.848517395555973; dx=-2.063064509056617E-6 evalInputDelta=0.1409940868616104

Fitness changed from 1.9895114824175835 to 1.848517395555973

Iteration 20 complete. Error: 1.848517395555973 Total: 14.1552; Orientation: 0.0232; Line Search: 9.4164

Final threshold in iteration 21: 1.848517395555973 (> -Infinity) after 405.620s (< 5400.000s)